Project
TimeGaitNet: Bidirectional State Space Models for Multitask Freezing of Gait Detection in Parkinson’s Disease Using Accelerometers
An AI model for Parkinson's patients - detecting, forecasting and intensity measurement of freezing of gait
- First major application of Bi-Mamba, a state space model in the treatment of Parkinson’s disease
- Three-way multitasking: detection, intensity measurement and forecasting from accelerometer data
- Low parameter count (4.21M) for edge deployability
- Python